Computer Vision and Feeding Behavior Based Intelligent Feeding Controller for Fish in Aquaculture
文献类型： 外文期刊
作者： Zhou, Chao 1 ; Lin, Kai 1 ; Xu, Daming 1 ; Sun, Chuanheng 1 ; Chen, Lan 1 ; Zhang, Song 1 ; Guo, Qiang 1 ;
作者机构： 1.Beijing Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China
2.Natl Engn Res Ctr Informat Technol Agr, Beijing 100097, Peoples R China
3.Natl Engn Lab Agriprod Qual Traceabil, Beijing 100097, Peoples R China
4.Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China
关键词： Computer vision; Feeding behavior; Intelligent control; Aquaculture
期刊名称：COMPUTER AND COMPUTING TECHNOLOGIES IN AGRICULTURE XI, PT I
ISSN： 1868-4238
年卷期： 2019 年 545 卷
页码：
收录情况： SCI
摘要： In aquaculture, the feeding technology determined the feed conversion rate and cost. However, the intelligence of existing feeding devices is not very high. they can't change the amount of feed according to the fish appetite automatically. In order to solve the above issues, in this paper, a feeding controller based on machine vision and feeding behavior was designed on the basis of the original feeder. The hardware platform was built on the I.MX6 microcontroller, and the software was designed via the embedded Linux OS. Moreover, the feeding behavior analysis and automatic feeding control method based on image processing were also studied. Firstly, the images of fish feeding process were collected and analyzed. Then the Delaunay Triangulation was used to extract the feeding behavior parameter FIFFB (flocking index of fish feeding behavior). Finally, the feeding decision was made according to the defined threshold. Compared with the traditional feeder, the controller designed in this paper is more intelligent and can reduce feed waste. Meanwhile, water pollution also can be reduced. The automatic feeding control was realized during feeding process.
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